An opaque heuristic is some practice that we do that seems useful but we don’t understand the reason for it. A running list of examples, added when I see them:
Washing Hands: Using water to cleanse the hands has been a religious practice for millennia, and it was not until the advent of germ theory in the 1800s where we started to know how this works.